USING MULTI-LEVEL DEA MODEL AND VERIFYING ITS RESULTS WITH LOGIT MODEL

被引：0

作者：

Horvathova, Jarmila ^{[1
]}

Mokrisova, Martina ^{[1
]}

机构：

[1] Univ Presov, Fac Management, Presov, Slovakia

来源：

ECONOMIC AND SOCIAL DEVELOPMENT: 43RD INTERNATIONAL SCIENTIFIC CONFERENCE ON ECONOMIC AND SOCIAL DEVELOPMENT RETHINKING MANAGEMENT IN THE DIGITAL ERA: CHALLENGES FROM INDUSTRY 4.0 TO RETAIL MANAGEMENT | 2019年

关键词：

business; Data Envelopment Analysis; financial health; model; BANKRUPTCY; EFFICIENCY; CLASSIFICATION; PREDICTION; TOOL;

D O I：

暂无

中图分类号：

F0 [经济学]; F1 [世界各国经济概况、经济史、经济地理]; C [社会科学总论];

学科分类号：

0201 ; 020105 ; 03 ; 0303 ;

摘要：

In this paper the following research problem was addressed: Is DEA (Data Envelopment Analysis) method a suitable alternative in evaluating financial health of businesses? In relation to research problem the aim of the paper was formulated: To evaluate financial health of businesses with the use of DEA method and to compare its results with the results of logit model. The research was carried out on a sample of 343 businesses operating in Slovak heat industry. To create the DEA model we used selected inputs and outputs and then we formulated additive multi-level DEA model. We compared the results of DEA model with the results of logit model. The application of these methods is a great benefit to the evaluation of business financial health. It also enables us to predict bankruptcy of selected sample of businesses for the future.

引用

页码：58 / 67

页数：10

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